Run
2345445

Run 2345445

Task 15 (Supervised Classification) breast-w Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9418 ± 0.0279
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9414 ± 0.0265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8703 ± 0.0584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
590.8401 ± 4.0123
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0704 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4519 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9414 ± 0.0267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9413 ± 0.0265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9413 ± 0.0265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1558 ± 0.0547
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2337 ± 0.0555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4917 ± 0.1165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1453.5778
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)